Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-06 0.133603 0.145784 0.158951 0.174307 0.191804 0.211217 0.234518
2025-04-13 0.109978 0.126190 0.145013 0.168741 0.198227 0.234176 0.282140
2025-04-20 0.099008 0.117944 0.141156 0.172271 0.213801 0.268726 0.349423
2025-04-27 0.092349 0.113389 0.140354 0.178427 0.232516 0.309554 0.433688
2025-05-04 0.087012 0.109540 0.139507 0.183746 0.250170 0.351439 0.529800
2025-05-11 0.082264 0.105765 0.138033 0.187556 0.265681 0.392528 0.636042
2025-05-18 0.076921 0.100551 0.133825 0.186526 0.273150 0.421573 0.729277
2025-05-25 0.070620 0.093408 0.126080 0.179021 0.268717 0.428786 0.781228
2025-06-01 0.066203 0.088613 0.121335 0.175616 0.270535 0.447435 0.863645
2025-06-08 0.062983 0.085311 0.118520 0.174939 0.276882 0.475808 0.979191
2025-06-15 0.060580 0.083035 0.117053 0.176270 0.286950 0.513686 1.135310
2025-06-22 0.056575 0.078067 0.110973 0.169057 0.279784 0.513271 1.185714
2025-06-29 0.053116 0.073826 0.105896 0.163372 0.275342 0.519194 1.262299
2025-07-06 0.050166 0.070231 0.101657 0.158851 0.272769 0.529324 1.359855
2025-07-13 0.048984 0.069337 0.101777 0.162240 0.286943 0.583355 1.645259
2025-07-20 0.048296 0.069173 0.103080 0.167937 0.306979 0.658460 2.081648
2025-07-27 0.047500 0.068774 0.103930 0.172833 0.326111 0.737802 2.633370
2025-08-03 0.046522 0.068010 0.104076 0.176333 0.342635 0.815743 3.296759
2025-08-10 0.044938 0.066144 0.102134 0.175389 0.348230 0.861583 3.846856
2025-08-17 0.042594 0.062890 0.097511 0.168495 0.337929 0.851518 3.993954
2025-08-24 0.040939 0.060738 0.094777 0.165364 0.336926 0.874025 4.445850
2025-08-31 0.039739 0.059309 0.093284 0.164741 0.342425 0.922222 5.236466
2025-09-07 0.038861 0.058392 0.092676 0.165965 0.353102 0.994594 6.498528